PURE is a PubMed article recommendation system based on content-based filtering. PURE has a web interface by which users can add and/or delete their preferred articles. Once articles are registered, PURE then performs model-based clustering of the preferred articles and recommends highly-rated articles by prediction using the trained model. PURE updates PubMed articles and reports recommendation by email on daily-base.